Search Results for author: Pol Labarbarie

Found 2 papers, 1 papers with code

Carpet-bombing patch: attacking a deep network without usual requirements

no code implementations12 Dec 2022 Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi

Although deep networks have shown vulnerability to evasion attacks, such attacks have usually unrealistic requirements.

Semantic Segmentation

Riemannian data-dependent randomized smoothing for neural networks certification

1 code implementation21 Jun 2022 Pol Labarbarie, Hatem Hajri, Marc Arnaudon

Certification of neural networks is an important and challenging problem that has been attracting the attention of the machine learning community since few years.

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